CRATE: Accurate and efficient clustering-based nonlinear analysis of heterogeneous materials through computational homogenization
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Nov 15, 2023 - Python
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clustering-analysis
Here are 23 public repositories matching this topic...
The Clusters-Features package allows data science users to compute high-level linear algebra operations on any type of data set. It computes approximatively 40 internal evaluation scores such as Davies-Bouldin Index, C Index, Dunn and its Generalized Indexes and many more ! Other features are also available to evaluate the clustering quality.
python internal validation clustering evaluation unsupervised-learning clusters pbm indices clustering-analysis ball-hall generalized-dunn-indexes c-index banfeld-raftery davies-bouldin calinski-harabasz ray-turi xie-beni wemmert-gancarski point-biserial
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Apr 1, 2022 - Python
Code used to identify and analyze drought clusters from gridded data.
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Aug 21, 2022 - Python
Optimize clustering labels using Silhouette Score.
machine-learning clustering kmeans silhouette clustering-evaluation hdbscan meanshift clustering-analysis
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Aug 19, 2021 - Python
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
clustering matrix-factorization constrained-optimization data-analysis outlier-detection clustering-algorithm nmf resource-allocation nonnegativity-constraints anomaly-detection orthogonal nonnegative-matrix-factorization sparse-representations clustering-analysis nmf-decomposition deterministic-annealing onmf
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Jan 22, 2024 - Python
Cluster Validity Index Using a Distance-based Separability Measure
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Jan 14, 2022 - Python
Defines a boundary around cluster centers in a given point-layer shapefile.
machine-learning geometry clustering gis coordinate-systems shp convex-hull geographical-information-system esri hdbscan clustering-analysis
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Aug 17, 2021 - Python
Random Neighbors: Random Forest style clustering for high-dimensional data
data-science machine-learning algorithm clustering optimization high-dimensional-data unsupervised-learning dbscan clustering-analysis
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Oct 3, 2020 - Python
code for PhD thesis
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Aug 30, 2023 - Python
Mutual Information-based Non-linear Clustering Analysis
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Jan 7, 2025 - Python
Cheminformatics based project that aims to assess the diversity of the known inhibitors of SarsCov-2 proteases taken from COVID Moonshot project.
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Apr 13, 2022 - Python
A web app to detect sites' vulnerabilities and prioritize findings that need to be addressed soon
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Dec 5, 2023 - Python
A concatenation of two GNNs to decode dynamic clustering on localization datasets
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Jul 31, 2024 - Python
E-commerce Data Pipeline
machine-learning database azure power-bi pandas python3 data-warehouse adf powerbi databricks synapse data-engineer clustering-analysis data-engineering-pipeline azure-sql
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Oct 22, 2024 - Python
Data science techniques for pattern recognition, data mining, k-means clustering, and hierarchical clustering, and KDE.
data-mining big-data artificial-intelligence data-analytics gaussian-mixture-models pattern-recognition kernel-density-estimation hierarchical-clustering unsupervised-machine-learning k-means-clustering dendrogram clustering-analysis udemy-course pattern-extraction
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Sep 6, 2019 - Python
Clustering - Cohort Analysis - Retention Analysis
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Apr 11, 2024 - Python
Library of popular algorithms implemented in a parallel way
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Jan 1, 2019 - Python
Selection of the best centroid based clustering version with k-medoids and k-means
pam k-means clustering-evaluation k-medoids clustering-validation k-means-clustering kmedoids clustering-analysis calinski-harabaz-score k-medoids-clustering clustering-visualisation silhouette-score fasterpam centroid-based-clustering
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Jan 10, 2025 - Python
Implemented an auto-clustering tool with seed and number of clusters finder. Optimizing algorithms: Silhouette, Elbow. Clustering algorithms: k-Means, Bisecting k-Means, Gaussian Mixture. Module includes micro-macro pivoting, and dashboards displaying radius, centroids, and inertia of clusters. Used: Python, Pyspark, Matplotlib, Spark MLlib.
spark clustering pyspark kmeans-clustering spark-mllib elbow-method gaussian-mixture clustering-analysis bisecting-kmeans silhouette-score
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Mar 26, 2022 - Python
An application for clustering keywords in polish based on text morphology or semantic connections.
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Aug 3, 2023 - Python
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